Shein Reviews Scraper API

Scrape SHEIN reviews and customer feedback. Collect Shein data such as rating, reviews count, top reviews, product name, brand, category tree, colour, size, and final price.

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5K free records/month · Credit card not required

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Available Shein scrapers

Pick a Shein scraper and call it. Every Shein Reviews scraper lists its output fields, delivery volume, and live success rate.

Shein Products unified schema

URL, Item id, Title, Description, Product category, Category tree, Brand, Image url, and more.
Views271+
Downloads3+
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Shein Products unified schema - Collect products by category URL

URL, Item id, Title, Description, Product category, Category tree, Brand, Image url, and more.
Views271+
Downloads3+
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Explore thousands of production-ready scrapers

Pay only for successful results, no surprises – Proxies, unlocking, browsers and retries are built in.

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#1

Ranked (by AIMultiple)

99.2%

Avg. success rate

100M+

Requests weekly

400M+

Proxy IPs built in

GDPR & CCPA

Compliant
Pricing

Shein Reviews Scraper API Pricing

Only pay for what’s successfully delivered. No hidden fees, no charges for failed deliveries.

CALCULATE YOUR COST
Records per month: 5K
$/mo
$ per 1,000 records
Your whole bill. Proxies, unblocking, parsing included.
Get started
5K
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50K
100K
500K
1M
5M
  • Pay only for success, no hidden fees
  • Start free with 5,000 monthly credits
  • No upfront commitment, cancel anytime
  • 24/7 expert support and enterprise features
Free Tier
5K
records
Start free
  • 5K records per month
  • No credit card required
  • Expert support
Pay as you go
$1.5/1K record
Start free
  • Pay only for success
  • Set monthly spend limits
  • Unlimited concurrency
  • Expert support
Scale
$499 /month
Start free
  • 384,000 records included
  • $1.3/1K additional records
  • Unlimited concurrency
  • Cancel anytime
  • Expert support
Enterprise
Custom
Talk to sales
  • Volume discounts
  • Account manager
  • Premium SLA
  • Priority support
  • SSO
Most platforms stack extra charges on top of the per-record rate. With Bright Data, the record price is the whole bill:
Compute / runtime units
commonly billed per scraper runtime hour or compute unit
Included
Residential proxy bandwidth
commonly billed per GB
Included
Storage & dataset retention
commonly billed per GB-month
Included
Data transfer / egress
commonly billed per GB out
Included
Unblocking & CAPTCHA solving
commonly a paid add-on
Included
Parsing to structured JSON
commonly your own code
Included
We accept these payment methods:
How it works

From zero to Shein Reviews data in 3 steps

No proxies to configure, no infrastructure to manage. Pick, call, and receive.

  1. Pick a scraper

    Choose from the Shein Reviews scrapers above or create your own with AI in minutes.

  2. Call the API

    One API call with up to 5,000 target URLs. Python and Node.js SDKs, CLI, MCP server, or any HTTP client.

  3. Get structured data

    Receive clean, parsed Shein Reviews data in JSON, NDJSON, or CSV. Delivered via API, webhook, or cloud storage.

Scraper API Call 
curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '[{"url":"https://us.shein.com/SHEIN-LUNE-Plus-Ruffle-Trim-Petal-Sleeve-Blouse-p-14383950.html?src_module=All\u0026src_identifier=on=PRODUCT_ITEMS_COMPONENT`cn=infoflow`hz=0`ps=10_0`jc=itemPicking_003128633\u0026src_tab_page_id=page_home1711030656335\u0026mallCode=1"},{"url":"https://us.shein.com/6pcs-Twist-Detail-Bracelet-p-11600129.html?src_module=All\u0026src_identifier=on=PRODUCT_ITEMS_COMPONENT`cn=infoflow`hz=0`ps=10_0`jc=itemPicking_003128633\u0026src_tab_page_id=page_home1711030656335\u0026mallCode=1"},{"url":"https://us.shein.com/Manfinity-Homme-Men-Solid-Button-Up-Shirt-Shorts-Set-p-15637824.html?src_module=All\u0026src_identifier=on=PRODUCT_ITEMS_COMPONENT`cn=infoflow`hz=0`ps=10_0`jc=itemPicking_003128633\u0026src_tab_page_id=page_home1711030656335\u0026mallCode=1"}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_lemu5ceq1jxjo7vzit&format=json&uncompressed_webhook=true"
Response payload 
[
  {
    "timestamp": "2026-08-18",
    "product_name": "1 pieza Funda de teléfono estilo Ins con borde crema, patrón de conejo, cerdo y rana de dibujos animados\/figura de dibuj...",
    "description": "30% extra de dto. en tu primer pedido + Novedades diarias.Pulsa para ver los detalles de 1 pieza Funda de teléfono estil...",
    "initial_price": 92,
    "final_price": 73,
    "currency": "MXN",
    "in_stock": true,
    "color": "Amarillo"
  },
  {
    "timestamp": "2026-08-18",
    "product_name": "Chiquease Chaqueta de mujer de unicolor, de manga larga y estilo simple con botones para uso diario",
    "description": "Devoluciones Gratis ✓ Envíos Gratis✓.Chiquease Chaqueta de mujer de unicolor, de manga larga y estilo simple con botones...",
    "initial_price": 45.49,
    "final_price": 17.24,
    "currency": "USD",
    "in_stock": true,
    "color": "Burdeos"
  },
  {
    "timestamp": "2026-08-18",
    "product_name": "ROMWE MEN Street Life Pantalones cortos vaqueros casuales con decoración de strass y bolsillo parche para hombres",
    "description": "30% extra de dto. en tu primer pedido + Novedades diarias.Pulsa para ver los detalles de ROMWE MEN Street Life Pantalone...",
    "initial_price": 914,
    "final_price": 646.62,
    "currency": "MXN",
    "in_stock": true,
    "color": "Azul"
  },
  {
    "timestamp": "2026-08-18",
    "product_name": "1 anillo de moda de onda azul para mujeres, anillo para uso diario",
    "description": "Devoluciones Gratis ✓ Envíos Gratis✓.1 anillo de moda de onda azul para mujeres, anillo para uso diario- 1 anillo de mod...",
    "initial_price": 1.9,
    "final_price": 1.7,
    "currency": "USD",
    "in_stock": false,
    "color": "Azul menta"
  },
  {
    "timestamp": "2026-08-18",
    "product_name": "Musera Resort Lace Trim Bow Detail Stripe Bikini Bottoms Only Summer Swim Beach Vacation Everyday Sexy CuteBambola",
    "description": "Free Returns ✓ Free Shipping✓. Musera Resort Lace Trim Bow Detail Stripe Bikini Bottoms Only Summer Swim Beach Vacation ...",
    "initial_price": 5.79,
    "final_price": 4.63,
    "currency": "USD",
    "in_stock": true,
    "color": "Orange"
  }
]
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World's #1 scraping platform

Everything you need, built in

You pay for results. Proxies, rendering, concurrency, and delivery are always included, on every plan.

Go straight to the source

Every request runs on Bright Data infrastructure. 400M+ IPs, unlocking and browsers are built in.

Scale to millions of pages instantly

Send unlimited concurrent requests - no infrastructure to manage, no configs to change.

Scrapers auto-fix when sites change

AI-powered self-healing detects site changes and repairs scrapers. Your pipelines keep running.

Thousands of verified scrapers

Every scraper is built, tested, and maintained by Bright Data. No community guesswork.

Pay per result, nothing extra

One price per record . Proxies, retries, rendering, unblocking - all included, no surprises.

Compliant and fully supported

GDPR & CCPA compliant. 24/7 human support on every plan, including free.
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Choose your path

Start collecting Shein Reviews data in minutes

Call the API from code, click through the control panel, or hand it to your AI agent.
Call it from code
Trigger runs with parameters, schedule recurring jobs, and deliver to your storage or webhook.
  • Build requests in any language
  • Automate with schedulers and webhooks
  • JSON, NDJSON, or CSV delivery
Run it in the control panel
No engineering required: configure inputs, run, and download results in one place.
  • Configure inputs visually
  • Run with one click
  • Download JSON or CSV
Hand it to your agent
Your agent reads SKILL.md over MCP or the CLI and scrapes on its own.

  • Works with any MCP-compatible agent
  • One prompt to scrape
  • Structured JSON straight back to your agent
By data type

Explore more Shein scrapers

Shein Scraper

Scrape SHEIN fashion listings with names, categories, colours, sizes and prices.

SHEIN Image Scraper

Scrape SHEIN product images and image counts by product ID.

Shein Price Scraper

Track SHEIN prices, discounts and currency across fashion listings.
Use cases

Shein Reviews data scraping use cases

Real-time Shein intelligence for your business.

Customer sentiment analysis

Top reviews
Rating
Product name
Scrape review text with ratings to see what buyers say about fit, fabric and quality across fast fashion listings. In this category most complaints are about sizing rather than the garment itself, and only the written review separates the two.

Quality benchmarking at scale

Rating
Reviews count
Category tree
Compare ratings against review volume across the category tree to find which parts of an enormous catalog actually perform. With hundreds of thousands of listings, review volume is the only practical way to tell a proven style from an untested one.

Sizing and fit research

Top reviews
Size
Color
Read review text alongside the size and colour a buyer chose to map where fit runs small or large. Fast fashion sizing varies between styles rather than across a brand, so this has to be measured listing by listing.

Rating trend tracking

Rating
Reviews count
Product id
Track ratings and review counts by product over time to catch quality problems as soon as sentiment shifts. On a catalog that turns over weekly, a falling rating is often the first sign a style is about to be pulled.
Compare Bright Data to others

Web Scraper API vs other providers

Capability
Other scraping providers
Auto-scaling infrastructure
Unlimited
Partial
Anti-bot & CAPTCHA bypass
Built-in
Partial
Residential proxy network
400M+ IPs
Limited pool
Pre-built scrapers
1,400+
50–200
Auto-maintenance (site changes)
24/7
Depends on who built it
Pricing model
One all-in price per record
Compute, proxy, and storage metered separately
Failed requests
Free, pay only for success
Often billed
Custom sites (no pre-built scraper)
AI builds it in minutes, self-healing included
Community-built scrapers, no SLA
Compliance (GDPR, CCPA, SOC 2)
Full
Partial
Structured output (JSON/CSV)
Automatic
Support
24/7 experts, even on the free tier
Community forum
Free tier
5K records/mo
Varies
compliance

Leading the way in ethical web data collection

Only publicly available data. ISO 27001 certified, SOC 2 controls, GDPR & CCPA compliant. Every use case is reviewed by a dedicated Compliance & Ethics team, backed by a documented Know Your Customer process and Acceptable Use Policy.



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Bright Data is used by world's top brands

Shein Reviews Scraper API FAQs

The Shein Reviews Scraper API is a powerful tool designed to automate data extraction from the Shein Reviews website, allowing users to efficiently gather and process large volumes of data for various use cases.

The Shein Reviews Scraper API works by sending automated requests to targeted website, extracting the necessary data points, and delivering them in a structured format. This process ensures accurate and quick data collection.

Yes, the Shein Reviews Scraper API is designed to comply with data protection regulations, including GDPR and CCPA. It ensures that all data collection activities are performed ethically and legally.

Absolutely! The Shein Reviews Scraper API is ideal for competitive analysis, allowing you to gather insights into your competitors' activities, trends, and strategies.

The Shein Reviews Scraper API offers flawless integration with various platforms and tools. You can use it with your existing data pipelines, CRM systems, or analytics tools to improve your data processing capabilities.

Yes! Every new Bright Data account automatically includes 5,000 free credits per month (approximately $7.50 in value) — no credit card required, no promo code, no commitment. These credits apply to Scrapers (including the Shein Reviews Scraper API), as well as the Unlocker API and SERP API. Credits renew on the 1st of each month, and you can start making API calls immediately after signing up.

When your 5,000 free monthly credits are exhausted, behavior depends on your account balance. If you have pre-deposited funds, usage continues seamlessly at standard PAYG rates with no interruption. If you have no deposited funds, requests will return an error until you add funds or until your credits renew on the 1st of the following month. Note that unused free credits do not roll over.

To avoid interruptions, you can enable auto-recharge in your billing settings at brightdata.com/cp/billing/settings.

There are no specific usage limits for the Shein Reviews Scraper API, offering you the flexibility to scale as needed.

Yes, we offer dedicated support for the Shein Reviews Scraper API. Our support team is available 24/7 to assist you with any questions or issues you may encounter while using the API.

Amazon S3, Google Cloud Storage, Google PubSub, Microsoft Azure Storage, Snowflake, and SFTP.

JSON, NDJSON, JSON lines, CSV, and .gz files (compressed).

Yes. Connect any agent through the hosted MCP server, point a coding agent at brightdata.com/SKILL.md to set itself up, or use the CLI. Agents authenticate once with browser OAuth and can run any of the Shein Reviews scrapers.

The easiest way to scrape Shein Reviews data at scale

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